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      • HARVEST
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      Developing a group model for student software engineering teams

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      MikeThesis.pdf (365.5Kb)
      Date
      2004-05-14
      Author
      Winter, Mike F.
      Type
      Thesis
      Degree Level
      Masters
      Metadata
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      Abstract
      Work on developing team models for use in adaptive systems generally and intelligent tutoring systems more specifically has largely focused on the task skills or learning efficacy of teams working on short-term projects in highly-controlled virtual environments. In this work, we report on the development of a balanced team model that takes into account task skills, teamwork behaviours and team workflow that has been empirically evaluated via an uncontrolled real-world long-term pilot study of student software engineering teams. We also discuss the use of the the J4.8 machine learning algorithm with our team model in the construction of a team performance prediction system.
      Degree
      Master of Science (M.Sc.)
      Department
      Computer Science
      Program
      Computer Science
      Supervisor
      McCalla, Gordon I.
      Committee
      Renihan, Patrick; Gutwin, Carl; Greer, J. E. (Jim); Deters, Ralph
      Copyright Date
      May 2004
      URI
      http://hdl.handle.net/10388/etd-07052004-140018
      Subject
      User Modelling
      Group Modelling
      AIEd
      Collections
      • Graduate Theses and Dissertations
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